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Books Books 1 - 10 of 25 on A tutorial on support vector machines for pattern recognition," Data Mining and Knowledge....  
" A tutorial on support vector machines for pattern recognition," Data Mining and Knowledge Discovery 2, 1-47(1998). 5. B. Scholkopf, CJC Burges, and AJ Smola, eds., Advances in Kernel Methods, Support Vector Learning, MIT Press, Cambridge MA (1999). 6.... "
Learning with Kernels: Support Vector Machines, Regularization, Optimization ... - Page 610
by Bernhard Schölkopf, Alexander J. Smola - 2002 - 626 pages
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Advances in Neural Information Processing Systems 12: Proceedings of the ...

Sara A. Solla, Todd K. Leen, Klaus-Robert Müller - Computers - 2000 - 1080 pages
...Annals of Statistics, 1998. (Earlier appeared in: DH Fisher, Jr. (ed.), Proc. ICML97, M. Kaufmann). [14] B. Schölkopf, CJC Burges, and AJ Smola. Advances...Support Vector Learning. MIT Press, Cambridge, MA, 1999. [15] B. Schölkopf, A. Smola, RC Williamson, and PL Bartlett. New support vector algorithms. Neural...
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Advances in Large Margin Classifiers

Alexander J. Smola - Computers - 2000 - 412 pages
...CA, 1995. B. Scholkopf. Support Vector Learning. R. Oldenbourg Verlag, Munich, 1997. B. Scholkopf, CJC Burges, and AJ Smola. Advances in Kernel Methods...Support Vector Learning. MIT Press, Cambridge, MA, 1999a. B. Scholkopf, S. Mika, C. Burges, P. Knirsch, K.-R. Miiller, G. Ratsch, and A. Smola. Input...
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ECML 2000

Ramon Lopez de Mantaras, Enric Plaza - Computers - 2000 - 460 pages
...Pairwise classification and support vector machines. In: Scholkopf, B., Burges, CJC, Smola, AJ (eds.): Advances in Kernel Methods - Support Vector Learning. MIT Press, Cambridge, MA (1999) 6. Mayoraz, E., Alpaydin, E.: Support Vector Machines for Multi-class Classification. Proc. 5th IWANN,...
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An Introduction to Support Vector Machines and Other Kernel-based Learning ...

Nello Cristianini, John Shawe-Taylor - Computers - 2000 - 189 pages
This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. SVMs ...
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Handbook of Neural Network Signal Processing

Yu Hen Hu, Jenq-Neng Hwang - Technology & Engineering - 2001 - 408 pages
The use of neural networks is permeating every area of signal processing. They can provide powerful means for solving many problems, especially in nonlinear, real-time ...
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Advances in Neural Information Processing Systems 13: Proceedings of the ...

Todd K. Leen, Thomas G. Dietterich, Volker Tresp - Computers - 2001 - 1106 pages
...spaces and positive definite functions. Trans. Amer. Math. Soc., 44:522-536, 1938. [8] B. Scholkopf, CJC Burges, and AJ Smola. Advances in Kernel Methods...Support Vector Learning. MIT Press, Cambridge, MA, 1999. [9] B. Scholkopf, A. Smola, and K.-R. Miiller. Nonlinear component analysis as a kernel eigenvalue...
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Emergent Neural Computational Architectures Based on Neuroscience: Towards ...

Stefan Wermter, James Austin, David Willshaw - Computers - 2001 - 576 pages
...brain storms. Nature Medicine 4 (1998) 1117-1118 23. Scholkpof, B., Burges, CJC, Smola, AJ (eds.): Advances in Kernel Methods. Support Vector Learning. MIT Press, Cambridge, MA, (1999) 24. Shepherd, GM: The Synaptic Organization of the Brain. Oxford University Press, Oxford (1997) 25....
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Digital Libraries: International Collaboration and Cross-Fertilization: 7th ...

Zhaoneng Chen - Computers - 2004 - 690 pages
This book constitutes the refereed proceedings of the 7th International Conference on Asian Digital Libraries, ICADL 2004, held in Shanghai, China in December 2004. The 44 ...
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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002 ...

Shahar Mendelson, Alexander J. Smola - Computers - 2003 - 257 pages
...International Conference on Knowledge Dtscovery & Data Mining, Menlo Park, 1995. AAAI Press. 19. B. Scholkopf, CJC Burges, and AJ Smola. Advances in Kernel Methods—...Support Vector Learning. MIT Press, Cambridge, MA, 1999. 20. B. Scholkopf, J. Platt, J. Shawe-Taylor, AJ Smola, and RC Williamson. Estimating the support of...
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Recent Advances and Trends in Nonparametric Statistics

Michael G. Akritas, Dimitris N. Politis - Mathematics - 2003 - 512 pages
...Universitat Berlin. Available from http://wvvw.kyb.tuebingen.mpg.de/~bs. 14. B. Scholkopf, CJC Surges, and AJ Smola. Advances in Kernel Methods Support Vector Learning. MIT Press, Cambridge, MA, 1999. 15. B. Scholkopf and AJ Smola. Learning with Kernels. MIT Press, Cambridge, MA, 2002. 16. V. Vapnik...
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